Recursive identification and parameter estimation
by Chen, Hanfu
"This book describes the recursive approach to solving problems from system identification, parameter estimation, adaptive control problems, and more. Special attention is paid to how to transform the problems suitable to a recursive solution. Recursive solutions are given for identification of ARMAX systems without imposing restrictive conditions; for identification of typical nonlinear systems; for optimal adaptive tracking, iterative learning control of nonlinear systems, the consensus of mu…
Read More ↓Title Statements
- Full title :Recursive identification and parameter estimation / Han-Fu Chen, Wenxiao Zhao.
Summary
"This book describes the recursive approach to solving problems from system identification, parameter estimation, adaptive control problems, and more. Special attention is paid to how to transform the problems suitable to a recursive solution. Recursive solutions are given for identification of ARMAX systems without imposing restrictive conditions; for identification of typical nonlinear systems; for optimal adaptive tracking, iterative learning control of nonlinear systems, the consensus of multi-agents systems, and others; for some other related problems such as principal component analysis, the distributed randomized PageRank computation, and more."--
Read More ↓Edition Statements
- Publication Date:©2014
Publication Statements
- Publisher(s):CRC Press, Taylor & Francis Group
- Place of Publication:Boca Raton
- Language:eng
- Publication Date:©2014
The Physical Object
- Description:xvii, 411 pages : : illustrations ; : 24 cm
Edition Identifiers
- ISBN:9781466568846, 1466568844
- oclc:ocn796752384
- LC Classification:TA168
- Dewey Decimal:620/.004201519536
Table of Contents
1. Dependent random vectors -- 2. Recursive parameter estimation -- 3. Recursive identification for ARMAX systems -- 4. Recursive identification for nonlinear systems -- 5. Other problems reducible to parameter estimation.
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